高级
Vibe Coding: Advanced Engineering
AI-assisted engineering for people who already ship. Written for senior and staff engineers who know how to code and now want to run models and agents at professional standard. Context engineering, spec-driven development, your own harness, verification loops, review of generated code, legacy archaeology, large migrations, debugging, security, and the judgment to know when not to use AI at all.
12 节7.3h 实操11 种语言
免费开始学习Vibe Coding: Advanced Engineering 课程共 12 节，按顺序
- 135 分钟
Context Is The Whole Game
Context window as a budget you spendWhat the model actually sees versus what you think it seesCurating a repo map instead of dumping filesContext rot and why longer is not better - 225 分钟
Pick The Right Brain, Pay The Right Price
Capability tiers and when a bigger model is not the answerReasoning models versus fast modelsThe latency, cost, and quality trianglePrompt caching and why request shape drives the bill - 335 分钟
Spec-Driven Development
Writing the acceptance criteria before the promptExecutable specs as the contract with the modelSpecifying error behavior and boundaries, not just the happy pathPlan before code, and reviewing the plan instead of the diff - 435 分钟
Build Your Harness
The harness as the thing that makes good output the defaultProject rules files and what belongs in themGiving the model tools instead of instructionsSubagents and scoped delegation - 540 分钟
Verification Loops: Make It Prove Itself
Properties and invariants instead of example testsGenerated inputs find what handwritten examples missShrinking a counterexample before handing it overClosing the loop so the model checks itself - 640 分钟
Reading Generated Code Like A Senior
The failure taxonomy of plausible-but-wrong codeReading the docstring and the code as two competing claimsReviewing intent and seams instead of tokensDuplication the model cannot see - 740 分钟
Legacy Archaeology
Facts before narrative when mapping unfamiliar codeCharacterization tests that pin current behaviorDistinguishing intent from accident in old codeUsing a model to generate hypotheses, not conclusions - 840 分钟
Migrations At Scale
Mechanical rewrites versus judgment callsKeeping a large migration reviewableThe escape hatch list of cases the tool refuses to touchStaging, verifying, and rolling back a wide change - 940 分钟
Debugging Code You Did Not Write
Hypothesis-driven debugging instead of guess-and-patchDeterministic reproduction before diagnosisShrinking to the smallest failing inputBisecting a change set and reading the fix for scope - 1040 分钟
The Security Model Of An Agent
Prompt injection as a structural property, not a model bugThe lethal trifecta of private data, untrusted content, and exfiltrationBlast radius, allowlists, and approval gatesGenerated code risks: secrets, dependencies, and licence provenance - 1130 分钟
AI On A Team
Review capacity as the real bottleneckShared conventions and rules files as team artifactsWhat review bots and CI agents are good and bad atMeasuring impact without gaming the metric - 1235 分钟
Judgment: Knowing When Not To
The cases where reaching for a model is the wrong callUnderstanding as the thing you are actually paying forDeliberate practice and skill maintenancePutting the whole method together on one change
用你的语言学习 Vibe Coding: Advanced Engineering
每一节课、测验和导师回复都以你的语言显示。AI 导师会用你提问的语言来回答。
Learn Vibe Coding: Advanced Engineering in EnglishAprende Vibe Coding: Advanced Engineering en españolAprenda Vibe Coding: Advanced Engineering em portuguêsتعلّم Vibe Coding: Advanced Engineering بالعربيةVibe Coding: Advanced Engineering را به فارسی یاد بگیریدApprenez Vibe Coding: Advanced Engineering en françaisVibe Coding: Advanced Engineering हिन्दी में सीखें用中文学习 Vibe Coding: Advanced EngineeringPelajari Vibe Coding: Advanced Engineering dalam bahasa IndonesiaИзучайте Vibe Coding: Advanced Engineering на русскомVibe Coding: Advanced Engineering auf Deutsch lernen